IEEE

Low-Latency FPGA Design and Implementation of Hermitian Matrix Inversion Based on Partitioned Systolic Array for Massive MIMO

Abstract: Large-scale matrix inversion is widely used in massive Multiple Input Multiple Output (MIMO) beamforming systems, but matrix inversion is very complicated in hardware implementation. In this ...
IEEE

FPGA Implementation of High-Speed Accelerators for CNN Architecture Using 3D Systolic Array Architecture

Abstract: Convolution Neural Networks (CNNs) are pivotal in image processing. Prominent CNN models include SqueezeNet, MobileNet, Xception, VGG-16, and AlexNet. These models transform 2D data to 1D, ...